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Answer :
The hypothesis being evaluated is that neighborhoods with higher percentages of commercial property have lower rates of violent crime, controlling for B) vacant housing.
The possible rival causal factor listed that could confound the relationship between the percentage of commercial property and violent crime rates is Vacant housing.
This points to the understanding that aside from commercial property percentages, the presence of vacant housing could also influence the rates of violent crime within a neighborhood.
Certain social characteristics such as poverty, ethnic heterogeneity, and residential mobility are significant indicators that can predict crime rate elevations.
Urban areas often experience higher rates of crime due to factors like greater population density, which not only brings more people into closer contact with each other but also provides more targets for potential criminals. It is also noted that settings such as bars can become places where violent incidents are more likely to occur due to crowded and stressful conditions.
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